@article{rethinkingexternalslowthinkingfrom, title = {Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning}, author = {Zeyu Gan and Yun Liao and Yong liu}, year = {2025}, eprint = {2501.15602}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.15602v2}, }